Robust Control of Uncertain Linear Systems Based on Reinforcement Learning Principles

In this paper, a reinforcement learning (RL) approach is developed to solve the robust control for uncertain continuous-time linear systems. The objective is to find a feedback control law for the uncertain linear system using an online policy iteration algorithm. The robust control problem is solve...

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Bibliographic Details
Main Authors: Dengguo Xu, Qinglin Wang, Yuan Li
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8625521/